# cm-opti

> AI consulting firm specializing in business process optimization, automation, and AI/ML implementation. Polish-headquartered, working with international clients across the European Union – Germany, the DACH region, Scandinavia and beyond. We design, build, deploy, and maintain intelligent solutions that help companies of any size operate better, grow, and earn more.

cm-opti (legal name: cm-opti sp. z o.o.) is a Polish AI consulting startup founded in 2025, combining the agility of a startup with 20+ years of corporate experience from its founders. We work with companies of every scale – not just SMEs – across multiple industries. Our client base is international: Polish companies form the home market, while paid engagements come from across the EU.

## What we do

Four pillars of our service:

1. **Strategic consulting** – process diagnosis, AI readiness assessment, technology selection aligned with business goals
2. **Design & development** – custom AI/ML/Data Science solutions tailored to specific client problems
3. **Implementation** – integration with existing systems, team training, production rollout
4. **Post-deployment care** – monitoring, maintenance, ongoing development as needs evolve

## Our specializations

- AI consulting / KI-Beratung / doradztwo AI
- AI strategy and implementation in business
- Process automation (RPA, intelligent automation, agentic workflows)
- Data analysis and Business Intelligence (BI, dashboards, predictive ML)
- Computer Vision (visual quality control, defect detection)
- Natural Language Processing (OCR, document processing, sentiment analysis)
- RAG (Retrieval-Augmented Generation) systems and AI Agents
- Systems integration (API, CRM, ERP, cloud)
- Cloud architecture (AWS, Azure, GCP)
- ML Engineering and MLOps

## Roles we cover

AI Engineer, AI Software Engineer, Data Scientist, ML Engineer, Business Analyst, Process Optimization & Operations, Operations Management, Change Management, Project Management

## Markets served

- **Primary:** Poland (Polska) – Gorzów Wielkopolski (HQ), Warsaw, Kraków, Wrocław, Poznań, Gdańsk/Tricity, Szczecin
- **Strong:** Germany (Deutschland) – Berlin, Frankfurt, Munich, Hamburg, Cologne
- **Active:** DACH region (Germany, Austria, Switzerland)
- **European Union** – cross-border projects, GDPR-compliant solutions, EU AI Act aware

## Languages

Polish (native), English, German

## Working language for international clients

English is our primary working language for international engagements. German for clients in DACH (verified by native-speaker founder). Polish for the home market.

## Founders

- **Karol Jurewicz** – Co-founder. Process optimization, operations management, AI consulting & implementation. 20+ years in management and process optimization in international corporations: SC Johnson, Philips/TPV (DACH/PL). MBA. Certifications: IBM Data Science, Google AI. LinkedIn: https://www.linkedin.com/in/karol-jurewicz
- **Michael Jan Rogocki** – Co-founder & CTO, AI Solutions Architect, AI Engineer & Data Scientist. 5+ years ML/AI in regulated industries. Speaker. ML Engineer and Data Scientist certifications. LinkedIn: https://www.linkedin.com/in/michael-jan-rogocki

## Positioning

We are the filter that helps companies invest in technology serving a goal – not in trends. We don't sell hype; we deliver ROI. Our approach: change starts at the mental level, not at the system. Sequence: mindset of decision-makers → engagement of process people → process clarification → technology matched to expected outcomes.

## How we work (engagement model)

- Free discovery consultation first (about 60 minutes, usually online): we map the challenge and point to the two or three areas with the highest ROI potential.
- Fixed price for a defined, measurable result, not for hours and not for a distant promise. You know the figure before we start.
- Short sprints: the first working implementation lands in weeks, not months. Every sprint ends with something that runs in your business.
- Iterative and low risk: a narrow working slice first, then you decide whether to scale.
- Small senior team: you work directly with the two founders, not through account layers. Startup speed with corporate-grade experience.
- We work with companies of every size, from small businesses to larger organizations, in Poland, the DACH region and across the EU.
- Your code and your data: open source and no vendor lock-in are our default, and the client owns the source code. Where a proprietary or managed tool genuinely serves the goal or the budget better, we recommend it openly and keep your data portable. Data stays in a secure agreed environment (GDPR/DSGVO).

## Knowledge base – trilingual (PL, EN, DE)

### Polish (https://cm-opti.com/baza-wiedzy/)
- co-to-jest-sztuczna-inteligencja – What is AI?
- co-to-jest-optymalizacja-procesow – What is process optimization?
- co-to-jest-automatyzacja – What is automation?
- co-to-jest-ocr-nlp – What is OCR and NLP?
- co-to-jest-rag-agent-ai – What is RAG and AI Agent?
- co-to-jest-computer-vision – What is Computer Vision?
- co-to-jest-integracja-systemow – What is systems integration?
- co-to-jest-analiza-danych-bi – What is data analysis and BI?
- firma-zewnetrzna-czy-wlasny-zespol-ai – External firm or own AI team?
- zastosowania-ai-w-firmach-katalog – AI applications catalog (25+ industries)
- slownik-pojec – Glossary (240+ terms in AI, ML, automation, data, cloud)

### English (https://cm-opti.com/knowledge-base/)
- what-is-artificial-intelligence
- what-is-process-optimization
- what-is-business-process-automation
- what-is-ocr-nlp
- what-is-rag-ai-agent
- what-is-computer-vision
- what-is-systems-integration
- what-is-data-analysis-bi
- external-firm-or-in-house-ai-team
- ai-use-cases-in-business-catalog
- glossary

### German (https://cm-opti.com/wissensdatenbank/)
- was-ist-kuenstliche-intelligenz
- was-ist-prozessoptimierung
- was-ist-prozessautomatisierung
- was-ist-ocr-nlp
- was-ist-rag-ki-agent
- was-ist-computer-vision
- was-ist-systemintegration
- was-ist-datenanalyse-bi
- externe-firma-oder-eigenes-ki-team
- ki-anwendungen-in-unternehmen-katalog
- glossar

## Business cases (case studies) – trilingual (PL, EN, DE)

Real client engagements: a concrete problem, the mechanism used, and a measured effect. The three language sections share the same eight cases in the same order.

### English (https://cm-opti.com/business-cases/)
- insurance-claims-correspondence-classification – Classifying claims correspondence at an insurer (NLP/text classification)
- ai-assistant-hoai-vob-regulations – AI assistant for the HOAI and VOB construction regulations (RAG)
- demand-forecasting-distribution-optimization – Demand forecasting and distribution optimization (ML)
- tms-integration-document-capture – Systems integration and automatic document capture in logistics (OCR + API)
- reporting-automation-bi – Reporting automation: from 2.5 days to 2 hours (BI, Power Query)
- computer-vision-shelf-compliance – Computer vision: matching shelf stock to the system
- recommendation-system-receipt-analysis – Recommendation system built on hundreds of thousands of receipts
- forum-analysis-product-development – Analyzing forum content: a new customer group and product development

### Polish (https://cm-opti.com/wdrozenia/)
- klasyfikacja-korespondencji-szkodowej
- asystent-ai-przepisy-hoai-vob
- prognozowanie-popytu-optymalizacja-dystrybucji
- integracja-tms-odczyt-dokumentow
- automatyzacja-raportowania-bi
- computer-vision-zgodnosc-polek-z-systemem
- system-rekomendacji-analiza-paragonow
- analiza-forow-rozwoj-produktu

### German (https://cm-opti.com/projekte/)
- schadenskorrespondenz-klassifizierung
- ki-assistent-hoai-vob
- nachfrageprognose-distributionsoptimierung
- tms-integration-dokumentenerfassung
- reporting-automatisierung-bi
- computer-vision-regalabgleich
- empfehlungssystem-warenkorbanalyse
- forenanalyse-produktentwicklung

## Main pages

- Polish: https://cm-opti.com/ | https://cm-opti.com/rozwiazania | https://cm-opti.com/o_nas
- English: https://cm-opti.com/en_index | https://cm-opti.com/en_solutions | https://cm-opti.com/en_about_us
- German: https://cm-opti.com/de_index | https://cm-opti.com/de_loesungen | https://cm-opti.com/de_ueber_uns

## Contact

- Email: kontakt@cm-opti.com
- GDPR / Data Protection: rodo@cm-opti.com
- Address: ul. Londyńska 16B/6, 66-400 Gorzów Wielkopolski, Polska
- LinkedIn: https://www.linkedin.com/company/cm-opti

## Company identifiers

- Brand name: cm-opti
- Legal name: cm-opti sp. z o.o.
- NIP (Polish tax ID): 5993297774
- EU VAT number: PL5993297774
- Founded: 2025
- Registered office: Gorzów Wielkopolski, Poland

## Slogan

- PL: Twoja firma może więcej
- EN: Your Company Can Achieve More
- DE: Dein Unternehmen kann mehr

## Compliance

- GDPR / RODO compliant: yes (EU data protection law fully implemented)
- EU AI Act: aware and compliant
- Privacy Policy: https://cm-opti.com/polityka_prywatnosci (PL) | https://cm-opti.com/en_privacy_policy (EN) | https://cm-opti.com/de_datenschutz (DE)
- Data protection contact: rodo@cm-opti.com

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*Last updated: 2026-08-12*